{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# scFEA Tutorial 2\n",
    "\n",
    "### 1. Introduction\n",
    "\n",
    "In this tutorial, we will show how to embedding scFEA analysis into the general Seurat pipeline.\n",
    "\n",
    "\n",
    "### 2. Demo\n",
    "First, let's load and check original input."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# use rpy2 to enable R and python in one jupyter notebook\n",
    "%load_ext rpy2.ipython"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       Cy72_CD45_H02_S758_comb CY58_1_CD45_B02_S974_comb\n",
      "ALDOC                 0.000000                         0\n",
      "MAOA                  0.000000                         0\n",
      "ASS1                519.368337                         0\n",
      "AHCYL2                3.710014                         0\n",
      "FUT4                  0.000000                         0\n"
     ]
    }
   ],
   "source": [
    "%%R\n",
    "setwd('./scFEA')\n",
    "gene_data <- read.csv('./input/GSE72056_full.csv', row.names = 1, header = T)\n",
    "print(gene_data[1:5,1:2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%R\n",
    "library(Seurat)\n",
    "library(ggplot2)\n",
    "obj <- CreateSeuratObject(counts = gene_data, project = \"tutorial\")\n",
    "obj <- NormalizeData(obj, verbose = F)\n",
    "all_genes <- rownames(obj)\n",
    "obj <- FindVariableFeatures(obj, selection.method = \"vst\", nfeatures = 2000, verbose = F)\n",
    "obj <- ScaleData(obj, features = all_genes, verbose = F)\n",
    "obj <- RunPCA(obj, features = VariableFeatures(object = obj), verbose = F)\n",
    "#DimPlot(obj, reduction = \"pca\") + ggtitle('PCA')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%R\n",
    "obj <- FindNeighbors(obj, dims = 1:10, verbose = F)\n",
    "obj <- FindClusters(obj, resolution = 0.5, verbose = F)\n",
    "obj <- RunTSNE(obj, dims = 1:10, verbose = F)\n",
    "DimPlot(obj, reduction = \"tsne\") + ggtitle('tSNE')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Suppose we have finished a general Seurat analysis. We can prepare scFEA input data (gene expression) by extracting gene expression from Seurat object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "%%R\n",
    "ExportGeneExpr <- obj@assays$RNA@counts\n",
    "write.csv(ExportGeneExpr, file='./input/Seurat_geneExpr.csv', row.names = T)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting load data...\n",
      "Load compound name file, the balance output will have compound name.\n",
      "Load data done.\n",
      "Starting process data...\n",
      "Process data done.\n",
      "Starting train neural network...\n",
      "Training time:  151.81953692436218\n",
      "scFEA job finished. Check result in the desired output folder.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "%%bash\n",
    "python src/scFEA.py --data_dir data --input_dir input \\\n",
    "                    --test_file Seurat_geneExpr.csv \\\n",
    "                    --moduleGene_file module_gene_glutaminolysis1_m23.csv \\\n",
    "                    --stoichiometry_matrix cmMat_glutaminolysis1_c17_m23.csv \\\n",
    "                    --cName_file cName_glutaminolysis1_c17_m23.csv \\\n",
    "                    --output_flux_file output/Seurat_gluta_flux.csv \\\n",
    "                    --output_balance_file output/Seurat_gluta_balance.csv"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After scFEA done, we can read results into Seurat again to perform downstream analysis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "R[write to console]: Warning:\n",
      "R[write to console]:  Feature names cannot have underscores ('_'), replacing with dashes ('-')\n",
      "\n"
     ]
    }
   ],
   "source": [
    "%%R\n",
    "predFlux <- read.csv('./output/Seurat_gluta_flux.csv', header = T, row.names = 1)\n",
    "predFlux <- data.matrix(predFlux)\n",
    "predFlux0 <- t(predFlux)\n",
    "\n",
    "# add flux as a new assay\n",
    "obj[[\"FLUX\"]] <- CreateAssayObject(counts = predFlux0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Change default assay to FLUX to perfom cell clustering based on metabolic flux and plot tSNE."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%R\n",
    "DefaultAssay(obj) <- 'FLUX'\n",
    "obj <- FindVariableFeatures(obj, selection.method = \"vst\", nfeatures = 2000, verbose = F)\n",
    "obj <- ScaleData(obj, features = rownames(obj), assay = 'FLUX', verbose = F)\n",
    "obj <- RunPCA(obj, features = VariableFeatures(object = obj), npcs = 10, reduction.name = 'pca.flux', verbose = F)\n",
    "obj <- FindNeighbors(obj, dims = 1:2, verbose = F)\n",
    "obj <- FindClusters(obj, resolution = 0.5, verbose = F)\n",
    "obj <- RunTSNE(obj, dims = 1:2, assay = 'FLUX', reduction.name = \"tsne.flux\", verbose = F)\n",
    "DimPlot(obj, reduction = \"tsne.flux\") + ggtitle('tSNE of Flux')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we plot the results from both RNA-seq and metabolic flux into one figure. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%%R\n",
    "library(patchwork)\n",
    "p1 <- DimPlot(obj, reduction = \"tsne\") + ggtitle('tSNE of Gene')\n",
    "p2 <- DimPlot(obj, reduction = \"tsne.flux\") + ggtitle('tSNE of Flux')\n",
    "p2 + p1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Done."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
